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Code in lasagne.updates should not deal with weight decay #69

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benanne opened this issue Dec 14, 2014 · 0 comments
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Code in lasagne.updates should not deal with weight decay #69

benanne opened this issue Dec 14, 2014 · 0 comments
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benanne commented Dec 14, 2014

Weight decay should be implemented by adding an L2 term to the loss (I guess it would be useful to have a helper function that generates this term for an entire network, given the top layer). Support for weight decay should be removed from all update generation code (see discussion in #58).

@benanne benanne changed the title Code in nntools.updates should not deal with weight decay Code in lasagne.updates should not deal with weight decay Dec 15, 2014
@benanne benanne added this to the First release milestone Dec 18, 2014
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